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Application of the honey-bees mating programming (HBMP) algorithm to sediment concentration modelling.

Authors :
Ebrahimi, Hassan
Jabbari, Ebrahim
Ghasemi, Mostafa
Source :
Hydrological Sciences Journal/Journal des Sciences Hydrologiques. Oct2015, Vol. 60 Issue 10, p1853-1864. 12p.
Publication Year :
2015

Abstract

The honey-bees mating programming (HBMP) algorithm is introduced as a novel tool for predicting suspended sediment concentration for the Mad River catchment near Arcata, USA. The paper also applies gene expression programming (GEP) as a comparison and shows that these two approaches can the produce transparent, nonlinear relationships between the independent and dependent variables. Some modifications have been made to the HBMP algorithm to improve its capability and efficiency. The results achieved from this method and GEP are compared with two different sediment rating curves based on regression techniques. The findings show that the results from both the HBMP and GEP methods are promising and outperform the results obtained from the sediment rating curves.Editor D. Koutsoyiannis; Associate editor L. See [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
02626667
Volume :
60
Issue :
10
Database :
Academic Search Index
Journal :
Hydrological Sciences Journal/Journal des Sciences Hydrologiques
Publication Type :
Academic Journal
Accession number :
110931549
Full Text :
https://doi.org/10.1080/02626667.2014.932054